🎯 SG TOTO Analysis

# SG TOTO Analysis - Complete Download Package This package contains all the files from the SG TOTO Analysis project, including the web application, analysis scripts, and data files. ## 📁 Package Structure ``` download-package/ ├── README_DOWNLOAD.md # This file - Complete guide ├── README.md # Main project documentation ├── README_AUTOMATION.md # Automation setup guide ├── TOTO-Standalone-README.md # Standalone app instructions ├── .gitignore # Git ignore rules ├── ├── 📊 Analysis Scripts/ │ ├── main.py # Main analysis script │ ├── toto_analysis.py # TOTO data analysis │ ├── summary_analysis.py # Summary statistics │ ├── monte_carlo.py # Monte Carlo simulations │ ├── backtest.py # Backtesting functionality │ ├── clean_data.py # Data cleaning utilities │ ├── auto_update.py # Automated updates │ └── setup_cron.py # Cron job setup │ ├── 🕷️ Web Scrapers/ │ ├── scraper.py # Main web scraper │ ├── scraper_final.py # Final scraper version │ └── scraper_v2.py # Scraper version 2 │ ├── 📈 Data Files/ │ ├── toto_results.csv # Historical TOTO results │ ├── simulated_draws.csv # Monte Carlo simulation results │ └── toto_report.txt # Analysis report │ ├── 🖼️ Images/ │ └── comparison_analysis.png # Analysis visualization │ ├── 🌐 Web Applications/ │ ├── TOTO-Standalone-App.html # Standalone HTML app │ ├── src/ # Next.js source code │ │ ├── app/ # Next.js app directory │ │ ├── components/ # React components │ │ └── types/ # TypeScript type definitions │ └── toto-web-app/ # Complete Next.js application │ ├── src/ # Application source │ ├── public/ # Static assets │ ├── package.json # Dependencies │ ├── standalone.html # Standalone version │ └── README.md # Web app documentation │ └── 📋 Documentation/ ├── README.md # Main project README ├── README_AUTOMATION.md # Automation guide └── TOTO-Standalone-README.md # Standalone app guide ``` ## 🚀 Quick Start Guide ### 1. Data Analysis To run the main analysis: ```bash python main.py ``` ### 2. Web Scraping To scrape latest TOTO data: ```bash python scraper.py ``` ### 3. Web Application To run the Next.js web app: ```bash cd toto-web-app npm install npm run dev ``` ### 4. Standalone Application Open `TOTO-Standalone-App.html` in any web browser for a self-contained version. ## 📊 Key Features ### Analysis Scripts - **main.py**: Comprehensive TOTO analysis with statistical modeling - **toto_analysis.py**: Historical data analysis and pattern recognition - **summary_analysis.py**: Statistical summaries and insights - **monte_carlo.py**: Probability simulations for number predictions - **backtest.py**: Historical performance testing - **clean_data.py**: Data preprocessing and validation ### Web Scrapers - **scraper.py**: Automated data collection from official sources - **scraper_final.py**: Production-ready scraper with error handling - **scraper_v2.py**: Enhanced scraper with additional features ### Web Applications - **Next.js App**: Full-featured web application with modern UI - **Standalone HTML**: Self-contained version requiring no server - **API Routes**: RESTful endpoints for data access ### Data Files - **toto_results.csv**: Complete historical TOTO results - **simulated_draws.csv**: Monte Carlo simulation outputs - **toto_report.txt**: Automated analysis reports ## 🔧 Setup Instructions ### Python Environment ```bash # Install required packages pip install pandas numpy matplotlib seaborn requests beautifulsoup4 # For web scraping pip install selenium webdriver-manager # For data analysis pip install scipy scikit-learn ``` ### Node.js Environment (for web app) ```bash cd toto-web-app npm install npm run dev ``` ### Automation Setup ```bash # Set up automated scraping python setup_cron.py # Configure auto-updates python auto_update.py ``` ## 📈 Analysis Capabilities 1. **Historical Analysis**: Pattern recognition in past results 2. **Statistical Modeling**: Probability calculations and predictions 3. **Monte Carlo Simulations**: Risk assessment and number generation 4. **Data Visualization**: Charts and graphs for insights 5. **Automated Reporting**: Scheduled analysis and reporting ## 🌐 Web Application Features 1. **Real-time Data**: Live TOTO results and statistics 2. **Interactive Charts**: Dynamic visualizations 3. **Prediction Tools**: AI-powered number suggestions 4. **Historical Analysis**: Comprehensive data exploration 5. **Mobile Responsive**: Works on all devices ## 📝 File Descriptions ### Core Analysis Files - **main.py**: Entry point for all analysis operations - **toto_analysis.py**: Core statistical analysis engine - **summary_analysis.py**: Generates summary reports and insights - **monte_carlo.py**: Implements Monte Carlo simulation algorithms - **backtest.py**: Tests strategies against historical data - **clean_data.py**: Ensures data quality and consistency ### Web Scrapers - **scraper.py**: Primary data collection tool - **scraper_final.py**: Production version with robust error handling - **scraper_v2.py**: Enhanced version with additional data sources ### Web Application - **toto-web-app/**: Complete Next.js application - **src/**: Next.js source code with TypeScript - **TOTO-Standalone-App.html**: Self-contained HTML application ### Data Files - **toto_results.csv**: Structured historical data - **simulated_draws.csv**: Simulation results for analysis - **toto_report.txt**: Human-readable analysis reports ## 🔄 Automation Features - **Scheduled Scraping**: Automatic data collection - **Regular Updates**: Continuous data refresh - **Report Generation**: Automated analysis reports - **Error Handling**: Robust error recovery - **Logging**: Comprehensive activity tracking ## 📞 Support For questions or issues: 1. Check the main README.md for detailed documentation 2. Review README_AUTOMATION.md for automation setup 3. Consult TOTO-Standalone-README.md for standalone app usage ## 📄 License This project is for educational and research purposes. Please ensure compliance with local regulations regarding lottery analysis and data usage. --- **Last Updated**: $(date) **Version**: Latest from main branch **Total Files**: Complete project package

# Core data analysis libraries pandas>=1.5.0 numpy>=1.21.0 matplotlib>=3.5.0 seaborn>=0.11.0 # Statistical analysis scipy>=1.9.0 scikit-learn>=1.1.0 # Web scraping requests>=2.28.0 beautifulsoup4>=4.11.0 selenium>=4.0.0 webdriver-manager>=3.8.0 # Data processing openpyxl>=3.0.0 xlrd>=2.0.0 # Visualization plotly>=5.0.0 bokeh>=2.4.0 # Utilities python-dateutil>=2.8.0 pytz>=2022.1 tqdm>=4.64.0 # Optional: Jupyter for interactive analysis jupyter>=1.0.0 ipykernel>=6.0.0

#!/bin/bash # SG TOTO Analysis - Setup Script # This script sets up the complete environment for the TOTO Analysis project echo "🚀 Setting up SG TOTO Analysis Environment..." echo "==============================================" # Check if Python is installed if ! command -v python3 &> /dev/null; then echo "❌ Python 3 is not installed. Please install Python 3.8 or higher." exit 1 fi echo "✅ Python 3 found: $(python3 --version)" # Check if pip is installed if ! command -v pip3 &> /dev/null; then echo "❌ pip3 is not installed. Please install pip." exit 1 fi echo "✅ pip3 found: $(pip3 --version)" # Create virtual environment (optional) read -p "🤔 Would you like to create a virtual environment? (y/n): " create_venv if [[ $create_venv =~ ^[Yy]$ ]]; then echo "📦 Creating virtual environment..." python3 -m venv venv source venv/bin/activate echo "✅ Virtual environment created and activated" fi # Install Python dependencies echo "📥 Installing Python dependencies..." pip3 install -r requirements.txt if [ $? -eq 0 ]; then echo "✅ Python dependencies installed successfully" else echo "❌ Failed to install Python dependencies" exit 1 fi # Check if Node.js is installed (for web app) if command -v node &> /dev/null; then echo "✅ Node.js found: $(node --version)" # Check if npm is installed if command -v npm &> /dev/null; then echo "✅ npm found: $(npm --version)" # Install web app dependencies if [ -d "toto-web-app" ]; then echo "📥 Installing web app dependencies..." cd toto-web-app npm install if [ $? -eq 0 ]; then echo "✅ Web app dependencies installed successfully" else echo "⚠️ Warning: Failed to install web app dependencies" fi cd .. fi else echo "⚠️ npm not found. Web app setup skipped." fi else echo "⚠️ Node.js not found. Web app setup skipped." echo " To run the web app, install Node.js from https://nodejs.org/" fi # Create necessary directories echo "📁 Creating necessary directories..." mkdir -p logs mkdir -p data mkdir -p reports # Set up permissions for scripts echo "🔧 Setting up script permissions..." chmod +x *.py echo "" echo "🎉 Setup completed successfully!" echo "==============================================" echo "" echo "📋 Next steps:" echo "1. Run analysis: python3 main.py" echo "2. Start web scraping: python3 scraper.py" echo "3. Launch web app: cd toto-web-app && npm run dev" echo "4. Open standalone app: open TOTO-Standalone-App.html" echo "" echo "📚 Documentation:" echo "- README_DOWNLOAD.md - Complete guide" echo "- README.md - Main project documentation" echo "- README_AUTOMATION.md - Automation setup" echo "" echo "🔧 For automation setup:" echo "- python3 setup_cron.py" echo "- python3 auto_update.py" echo "" echo "Happy analyzing! 🎯"

@echo off REM SG TOTO Analysis - Windows Setup Script REM This script sets up the complete environment for the TOTO Analysis project echo 🚀 Setting up SG TOTO Analysis Environment... echo ============================================== REM Check if Python is installed python --version >nul 2>&1 if errorlevel 1 ( echo ❌ Python is not installed. Please install Python 3.8 or higher. echo Download from: https://www.python.org/downloads/ pause exit /b 1 ) echo ✅ Python found: python --version REM Check if pip is installed pip --version >nul 2>&1 if errorlevel 1 ( echo ❌ pip is not installed. Please install pip. pause exit /b 1 ) echo ✅ pip found: pip --version REM Create virtual environment (optional) set /p create_venv="🤔 Would you like to create a virtual environment? (y/n): " if /i "%create_venv%"=="y" ( echo 📦 Creating virtual environment... python -m venv venv call venv\Scripts\activate.bat echo ✅ Virtual environment created and activated ) REM Install Python dependencies echo 📥 Installing Python dependencies... pip install -r requirements.txt if errorlevel 1 ( echo ❌ Failed to install Python dependencies pause exit /b 1 ) else ( echo ✅ Python dependencies installed successfully ) REM Check if Node.js is installed (for web app) node --version >nul 2>&1 if errorlevel 1 ( echo ⚠️ Node.js not found. Web app setup skipped. echo To run the web app, install Node.js from https://nodejs.org/ ) else ( echo ✅ Node.js found: node --version REM Check if npm is installed npm --version >nul 2>&1 if errorlevel 1 ( echo ⚠️ npm not found. Web app setup skipped. ) else ( echo ✅ npm found: npm --version REM Install web app dependencies if exist "toto-web-app" ( echo 📥 Installing web app dependencies... cd toto-web-app npm install if errorlevel 1 ( echo ⚠️ Warning: Failed to install web app dependencies ) else ( echo ✅ Web app dependencies installed successfully ) cd .. ) ) ) REM Create necessary directories echo 📁 Creating necessary directories... if not exist "logs" mkdir logs if not exist "data" mkdir data if not exist "reports" mkdir reports echo. echo 🎉 Setup completed successfully! echo ============================================== echo. echo 📋 Next steps: echo 1. Run analysis: python main.py echo 2. Start web scraping: python scraper.py echo 3. Launch web app: cd toto-web-app ^&^& npm run dev echo 4. Open standalone app: TOTO-Standalone-App.html echo. echo 📚 Documentation: echo - README_DOWNLOAD.md - Complete guide echo - README.md - Main project documentation echo - README_AUTOMATION.md - Automation setup echo. echo 🔧 For automation setup: echo - python setup_cron.py echo - python auto_update.py echo. echo Happy analyzing! 🎯 pause

# 🎯 SG TOTO Analysis - Download Summary ## 📦 Available Download Files ### Complete Package Archives 1. **SG-TOTO-Analysis-Complete-Package.zip** (11.3 MB) - Windows-friendly ZIP archive - Contains all project files - Easy to extract on any system 2. **SG-TOTO-Analysis-Complete-Package.tar.gz** (11.2 MB) - Linux/macOS-friendly compressed archive - Contains all project files - Use `tar -xzf` to extract ### Individual Components - **download-package/** - Complete project directory with all files - **README_DOWNLOAD.md** - Comprehensive setup and usage guide - **requirements.txt** - Python dependencies list - **setup.sh** - Linux/macOS automated setup script - **setup.bat** - Windows automated setup script ## 🚀 Quick Download Instructions ### Option 1: Download Complete Package 1. Download either the `.zip` or `.tar.gz` file 2. Extract to your desired location 3. Run the appropriate setup script: - **Windows**: Double-click `setup.bat` - **Linux/macOS**: Run `./setup.sh` ### Option 2: Manual Setup 1. Download the `download-package` folder 2. Install Python dependencies: `pip install -r requirements.txt` 3. For web app: `cd toto-web-app && npm install` ## 📊 Package Contents Summary ### 📁 Total Files: 98 files - **Python Scripts**: 9 analysis and automation scripts - **Web Application**: Complete Next.js app with TypeScript - **Data Files**: Historical TOTO results and simulations - **Documentation**: Comprehensive guides and README files - **Images**: Analysis visualizations and charts - **Configuration**: Setup scripts and dependency files ### 🔧 Key Components - **Analysis Engine**: Statistical modeling and predictions - **Web Scrapers**: Automated data collection - **Web Application**: Modern UI with real-time data - **Standalone App**: Self-contained HTML version - **Automation Tools**: Scheduled updates and reporting ## 🎯 What You Can Do ### 1. Data Analysis - Run comprehensive TOTO analysis - Generate statistical reports - Perform Monte Carlo simulations - Backtest prediction strategies ### 2. Web Scraping - Automatically collect latest TOTO data - Schedule regular updates - Handle errors and retries - Store data in structured format ### 3. Web Application - View real-time TOTO statistics - Interactive data visualizations - AI-powered number predictions - Mobile-responsive interface ### 4. Automation - Set up scheduled data collection - Generate automated reports - Monitor system health - Handle edge cases and errors ## 📋 System Requirements ### Minimum Requirements - **Python 3.8+** with pip - **4GB RAM** for data processing - **2GB disk space** for complete package ### Optional (for web app) - **Node.js 16+** with npm - **Modern web browser** for standalone app ## 🔄 Latest Updates This package includes the latest version from the main branch with: - ✅ Latest data analysis algorithms - ✅ Enhanced web scraping capabilities - ✅ Improved web application UI - ✅ Comprehensive automation features - ✅ Updated documentation and guides ## 📞 Support & Documentation ### Primary Documentation - **README_DOWNLOAD.md** - Complete setup and usage guide - **README.md** - Main project documentation - **README_AUTOMATION.md** - Automation setup guide ### Quick Start 1. Extract the package 2. Run setup script 3. Start with `python main.py` 4. Explore web app at `http://localhost:3000` ## 🎉 Ready to Analyze! Your complete SG TOTO Analysis package is ready for download. Choose your preferred format and start analyzing TOTO patterns today! --- **Package Version**: Latest from main branch **Last Updated**: July 31, 2024 **Total Size**: ~11.3 MB **File Count**: 98 files